Machine learning in point-of-care testing: innovations, challenges, and opportunities.
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| Title: | Machine learning in point-of-care testing: innovations, challenges, and opportunities. |
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| Authors: | Han GR; Electrical & Computer Engineering Department, University of California, Los Angeles, CA, USA., Goncharov A; Electrical & Computer Engineering Department, University of California, Los Angeles, CA, USA., Eryilmaz M; Electrical & Computer Engineering Department, University of California, Los Angeles, CA, USA.; Bioengineering Department, University of California, Los Angeles, CA, USA., Ye S; Bioengineering Department, University of California, Los Angeles, CA, USA.; California NanoSystems Institute (CNSI), University of California, Los Angeles, CA, USA., Palanisamy B; Bioengineering Department, University of California, Los Angeles, CA, USA.; California NanoSystems Institute (CNSI), University of California, Los Angeles, CA, USA., Ghosh R; Bioengineering Department, University of California, Los Angeles, CA, USA.; California NanoSystems Institute (CNSI), University of California, Los Angeles, CA, USA., Lisi F; Department of Chemistry, The University of Tokyo, Tokyo, Japan., Rogers E; London Centre for Nanotechnology and Division of Medicine, University College London, London, UK., Guzman D; London Centre for Nanotechnology and Division of Medicine, University College London, London, UK., Yigci D; Department of Mechanical Engineering, Koç University, Istanbul, Türkiye., Tasoglu S; Department of Mechanical Engineering, Koç University, Istanbul, Türkiye.; Koç University Translational Medicine Research Center (KUTTAM), Koç University, Istanbul, Türkiye.; Physical Intelligence Department, Max Planck Institute for Intelligent Systems, Stuttgart, Germany., Di Carlo D; Bioengineering Department, University of California, Los Angeles, CA, USA.; California NanoSystems Institute (CNSI), University of California, Los Angeles, CA, USA., Goda K; Department of Chemistry, The University of Tokyo, Tokyo, Japan., McKendry RA; London Centre for Nanotechnology and Division of Medicine, University College London, London, UK., Ozcan A; Electrical & Computer Engineering Department, University of California, Los Angeles, CA, USA. ozcan@ucla.edu.; Bioengineering Department, University of California, Los Angeles, CA, USA. ozcan@ucla.edu.; California NanoSystems Institute (CNSI), University of California, Los Angeles, CA, USA. ozcan@ucla.edu.; Department of Surgery, University of California, Los Angeles, CA, USA. ozcan@ucla.edu. |
| Source: | Nature communications [Nat Commun] 2025 Apr 02; Vol. 16 (1), pp. 3165. Date of Electronic Publication: 2025 Apr 02. |
| Publication Type: | Journal Article; Review |
| Journal Info: | Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2041-1723 |
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| DOI: | 10.1038/s41467-025-58527-6 |
